8-bit Adam with Trainer
You've set up an 8-bit Adam optimizer, and you're ready to use it for training. Prepare the Trainer
for 8-bit Adam!
Some data has been pre-loaded:
- The
adam_bnb_optim
optimizer - Training objects like
model
,train_dataset
, andtraining_args
This exercise is part of the course
Efficient AI Model Training with PyTorch
Exercise instructions
- Pass the 8-bit Adam optimizer to the
Trainer
.
Hands-on interactive exercise
Have a go at this exercise by completing this sample code.
# Pass 8-bit Adam to the Trainer
trainer = Trainer(model=model,
args=training_args,
train_dataset=train_dataset,
eval_dataset=validation_dataset,
compute_metrics=compute_metrics,
____=(____, None))